EVE AI Core
EVE AI Core
Robust Intelligence is a capable AI security platform. If you are evaluating it, here is the surrounding market — including the enforcement & evidence layer Robust Intelligence does not target — with every claim drawn from public documentation as of 2026.
Robust Intelligence was a pioneer of AI security — the "AI Firewall" for runtime input/output protection and AI Validation for pre-production red-teaming (including the published Tree-of-Attacks-with-Pruning method). It was acquired by Cisco in October 2024 (reported ~$400M; deal terms not officially confirmed). The standalone brand and product no longer exist; the technology is now foundational to Cisco AI Defense.
Teams evaluate alternatives when they need a different layer of the stack — most often a deterministic enforcement plane that decides each regulated action before it runs and produces signed, replayable evidence. That is a different job from AI security, and it is where EVE CoreGuard leads.
Best for: regulated decisions (lending, healthcare, claims, trading) that must be enforced at the moment of decision and proven to an examiner — the gap Robust Intelligence does not fill.
| Dimension | EVE CoreGuard | Robust Intelligence |
|---|---|---|
| Primary purpose | Deterministic pre-execution governance & enforcement (the enforcement plane) | AI security — runtime AI Firewall + pre-production AI Validation / red-teaming |
| Vendor status | Independent (EVE NeuroSystems LLC) | Acquired by Cisco (2024); sold only as part of Cisco AI Defense |
| Enforcement timing | Pre-execution gate — decides ALLOW / BLOCK / MODIFY before the action runs | Runtime firewall (can block) + pre-production validation/testing |
| Decision model | Deterministic rule evaluation — same input always yields the same verdict | Hybrid — YARA pattern rules + proprietary ML + frontier-LLM semantic analysis (non-deterministic) |
| Zero-LLM enforcement verdict | ✓ Zero-LLM enforcement verdict (Layer A) | — Uses ML and frontier LLMs for detection |
| Fail-closed default | ✓ Fail-closed by default | Partial — firewall blocks flagged traffic; infra-failure behavior not publicly documented |
| Cryptographic decision certificate | ✓ Ed25519-signed decision certificate per verdict | — Publicly documented capability not identified. |
| Offline / replay verification | ✓ Offline + replay verification | — Publicly documented capability not identified. |
| Runtime attestation | ✓ Runtime attestation (attestation-bound execution authority) | — Publicly documented capability not identified. |
| Signed audit lineage | ✓ Signed audit lineage (signed audit bus + Merkle roots) | Audit history for SOX/GDPR; DefenseClaw logs (SQLite/JSONL); cryptographic signing not publicly documented |
| Regulatory policy packs | ✓ Executable packs: ECOA/Reg B, FCRA, SR 11-7, HIPAA, EU AI Act, NIST AI RMF | References OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF; security frameworks, not executable enforcement packs |
| AI security & red-teaming | Out of scope | ✓ Core strength |
✓ = publicly documented · Partial = partial / configurable · — = "Publicly documented capability not identified."
Peers in the same category as Robust Intelligence — the most direct head-to-head alternatives.
Different layers of the AI governance stack — observability, AI security, and open-source guardrails. Many regulated teams run more than one.
Tell us your regulated decision and we will walk it through EVE CoreGuard — including a signed decision record you can verify offline. Pilot from $37,500; Enforcement from $150,000/yr.
Comparison based on publicly available product documentation as of June 2026; competitor capabilities evolve — verify current specifics with each vendor. Capabilities not found in public documentation are marked "Publicly documented capability not identified." Each product named is a trademark of its respective owner; this independent comparison is not affiliated with or endorsed by them. Related: All comparisons · EVE CoreGuard.